The Witch of the South, in the book, IS Glinda.
The witch who greets Dorothy in Munchkinland is the Good Witch of the North (unnamed in the book, I believe).
Glinda doesn't appear in the book until the end, when she reveals the silver slippers' (yes, silver in the book) power to get her...